NiallJeffrey / DeepMass
Cosmological map inference with deep learning
☆14Updated 3 years ago
Alternatives and similar repositories for DeepMass:
Users that are interested in DeepMass are comparing it to the libraries listed below
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 5 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated last year
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆13Updated 10 months ago
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆11Updated 3 years ago
- Differentiable strong lens modelling on CPUs and GPUs☆24Updated last month
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆13Updated 2 years ago
- Scarlet, all new and shiny☆15Updated last month
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 6 months ago
- A TensorFlow reimplementation of GalSim☆10Updated 2 years ago
- a differentiable lensing simulator☆10Updated 2 years ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆17Updated last week
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆29Updated last week
- A JAX package for weak gravitational lensing☆30Updated 8 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆25Updated 2 months ago
- Beyond-2pt blind data challenge☆16Updated 5 months ago
- Differentiable Stellar Population Synthesis☆26Updated 2 months ago
- ☆17Updated this week
- Coverage tests to check the quality of your posterior estimators.☆29Updated 5 months ago
- Library for meta-detection, combining detection and metacalibration☆12Updated 2 months ago
- A pipeline for versatile strong lens sample simulations☆27Updated 6 months ago
- Pipeline elements for 3x2pt analysis (shear-shear, shear-density, density-density) for DC2☆19Updated last week
- Accelerated Reionization Era Simulations☆15Updated 3 weeks ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆14Updated 2 years ago
- Configuration Space Covariances for Projected Galaxy 2-Point Statistics☆14Updated 9 months ago
- A photometric redshift monstrosity☆16Updated 6 years ago
- Shape Measurement Pipeline☆17Updated this week
- Robust ML in Astro☆49Updated last week
- a lightweight Python binding of the CLASS CMB Boltzmann code☆10Updated 5 months ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Semi-automated pipeline for lens modelling based on lenstronomy.☆20Updated this week